Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling

arXiv:2510.22375 · stat.ME, stat.CO, stat.ML · Submitted 2025-10-25 · Read on arXiv

stat.ME, stat.CO, stat.ML

Submitted: 2025-10-25

Updated: 2026-10-23

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 9 episodes
• Conformal Prediction — 1× in this paper · explained in 11 episodes
• Empirical Coverage — 1× in this paper · explained in 2 episodes
• Surrogate Model — 1× in this paper · explained in 3 episodes
• Surrogate Modeling — 1× in this paper · explained in 2 episodes
• Surrogate Models — 1× in this paper · explained in 3 episodes

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